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1

Proceedings of the 2014 SIAM International Conference on Data Mining || Improving Credit Card Fraud Detection with Calibrated Probabilities

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 402 KB

english, 2014

2

Predicting complications of diabetes mellitus using advanced machine learning algorithms

Ljubic, Branimir, Hai, Ameen Abdel, Stanojevic, Marija, Diaz, Wilson, Polimac, Daniel, Pavlovski, Martin, Obradovic, Zoran

Journal:

Journal of the American Medical Informatics Association

Year:

2020

File:

PDF, 511 KB

2020

3

Free vibration control of smart composite beams using particle swarm optimized self-tuning fuzzy logic controller

Zorić, Nemanja D., Simonović, Aleksandar M., Mitrović, Zoran S., Stupar, Slobodan N., Obradović, Aleksandar M., Lukić, Nebojša S.

Journal:

Journal of Sound and Vibration

Year:

2014

Language:

english

File:

PDF, 3.50 MB

english, 2014

4

A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks

Vladimir Ouzienko, Yuhong Guo, Zoran Obradovic

Journal:

Statistical Analysis and Data Mining

Year:

2011

Language:

english

File:

PDF, 257 KB

english, 2011

5

Imputation of missing links and attributes in longitudinal social surveys

Ouzienko, Vladimir, Obradovic, Zoran

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 1.19 MB

english, 2014

6

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Distributed Privacy Preserving Decision Support System for Predicting Hospitalization Risk in Hospitals with Insufficient Data

Mathew, George, Obradovic, Zoran

Year:

2012

Language:

english

File:

PDF, 360 KB

english, 2012

7

The Effect of Neighborhood Characteristics and Spatial Spillover on Urban Juvenile Delinquency and Recidivism

Mennis, Jeremy, Harris, Philip W., Obradovic, Zoran, Izenman, Alan J., Grunwald, Heidi E., Lockwood, Brian

Journal:

The Professional Geographer

Year:

2011

Language:

english

File:

PDF, 679 KB

english, 2011

8

Free vibration of structures composed of rigid bodies and elastic beam segments

Obradović, Aleksandar, Šalinić, Slaviša, Trifković, Dragan R., Zorić, Nemanja, Stokić, Zoran

Journal:

Journal of Sound and Vibration

Year:

2015

Language:

english

File:

PDF, 560 KB

english, 2015

9

Gaussian conditional random fields extended for directed graphs

Vujicic, Tijana, Glass, Jesse, Zhou, Fang, Obradovic, Zoran

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.33 MB

english, 2017

10

Electromagnetic simulation of MXene-based plasmonic metamaterials with enhanced optical absorption

JakÅ¡iÄ, Zoran, Obradov, Marko, TanaskoviÄ, Dragan, JakÅ¡iÄ, Olga, VasiljeviÄ RadoviÄ, Dana

Journal:

Optical and Quantum Electronics

Year:

2020

Language:

english

File:

PDF, 1.08 MB

english, 2020

11

Local spatial biclustering and prediction of urban juvenile delinquency and recidivism

Alan J. Izenman, Philip W. Harris, Jeremy Mennis, Joseph Jupin, Zoran Obradovic

Journal:

Statistical Analysis and Data Mining

Year:

2011

Language:

english

File:

PDF, 824 KB

english, 2011

12

Collaborative Filtering Using a Regression-Based Approach

Slobodan Vucetic, Zoran Obradovic

Journal:

Knowledge and Information Systems

Year:

2005

Language:

english

File:

PDF, 533 KB

english, 2005

13

A Data Generator for Evaluating Spatial Issues in Precision Agriculture

Dragoljub Pokrajac, Tim Fiez, Zoran Obradovic

Journal:

Precision Agriculture

Year:

2002

Language:

english

File:

PDF, 10.91 MB

english, 2002

14

Brachistochrone with limited reaction of constraint in an arbitrary force field

Slaviša Šalinić, Aleksandar Obradović, Zoran Mitrović, Srdjan Rusov

Journal:

Nonlinear Dynamics

Year:

2012

Language:

english

File:

PDF, 579 KB

english, 2012

15

A multi-component nonlinear prediction system for the S&P 500 index

Tim Chenoweth, Zoran Obradović

Journal:

Year:

1996

Language:

english

File:

PDF, 1.13 MB

english, 1996

16

Intrinsic Disorder in Cell-signaling and Cancer-associated Proteins

Lilia M. Iakoucheva, Celeste J. Brown, J.David Lawson, Zoran Obradović, A.Keith Dunker

Journal:

Journal of Molecular Biology

Year:

2002

Language:

english

File:

PDF, 1.07 MB

english, 2002

17

On the brachistochronic motion of mechanical systems with unilateral constraints

Slaviša Šalinić, Aleksandar Obradović, Zoran Mitrović

Journal:

Mechanics Research Communications

Year:

2012

Language:

english

File:

PDF, 321 KB

english, 2012

18

[IEEE TELSIIKS 2009 - 2009 9th International Conference on Telecommunication in Modern Satellite, Cable, and Broadcasting Services - Nis, Serbia (2009.10.7-2009.10.9)] 2009 9th International Conference on Telecommunication in Modern Satellite, Cable, and Broadcasting Services - Remote monitoring of the microwave repeater systems with solar and wind power supply

Obradovic, Dragan, Zivanovic, Zoran, Mitrovic, Nemanja

Year:

2009

Language:

english

File:

PDF, 6.46 MB

english, 2009

19

Optimization of gravity flow discharge chutes under the speed dependent resisting forces: Maximizing exit velocity

Šalinić, Slaviša, Obradović, Aleksandar, Rusov, Srdjan, Mitrović, Zoran, Stokić, Zoran

Journal:

Powder Technology

Year:

2015

Language:

english

File:

PDF, 319 KB

english, 2015

20

Proceedings of the 2014 SIAM International Conference on Data Mining || A Deep Learning Approach to Link Prediction in Dynamic Networks

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 1.07 MB

english, 2014

21

Guest editorial: Special issue on data mining for medicine and healthcare

Wang, Fei, Stiglic, Gregor, Obradovic, Zoran, Davidson, Ian

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 319 KB

english, 2015

22

Proceedings of the 2014 SIAM International Conference on Data Mining || Embed and Conquer: Scalable Embeddings for Kernel k -Means on MapReduce

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 430 KB

english, 2014

23

Functional recovery of patients with ischemic cardiomyopathy treated with coronary artery bypass surgery and concomitant intramyocardial bone marrow mononuclear cell implantation: A long term follow-up study

Trifunovic, Zoran, Obradovic, Slobodan, Balint, Bela, Ilic, Radoje, Vukic, Zoran, Sisic, Marija, Kostic, Jelena, Rusovic, Sinisa, Dobric, Milan, Ostojic, Gordana

Year:

2015

Language:

english

File:

PDF, 402 KB

english, 2015

24

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Utilizing temporal patterns for estimating uncertainty in interpretable early decision making

Ghalwash, Mohamed F., Radosavljevic, Vladan, Obradovic, Zoran

Year:

2014

Language:

english

File:

PDF, 873 KB

english, 2014

25

Proceedings of the 2013 SIAM International Conference on Data Mining || Time Series Classification under More Realistic Assumptions

Ghosh, Joydeep, Obradovic, Zoran, Dy, Jennifer, Zhou, Zhi-Hua, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2013

Language:

english

File:

PDF, 523 KB

english, 2013

26

Proceedings of the 2014 SIAM International Conference on Data Mining || Ensembles of Elastic Distance Measures for Time Series Classification

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 260 KB

english, 2014

27

Proceedings of the 2013 SIAM International Conference on Data Mining || Discriminative Feature Selection for Uncertain Graph Classification

Ghosh, Joydeep, Obradovic, Zoran, Dy, Jennifer, Zhou, Zhi-Hua, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2013

Language:

english

File:

PDF, 306 KB

english, 2013

28

Field localization control in aperture-based plasmonics by Boolean superposition of primitive forms at deep subwavelength scale

Jakšić, Zoran, Smiljanić, Milče M., Vasiljević-Radović, Dana, Obradov, Marko, Radulović, Katarina, Tanasković, Dragan, Krstajić, Predrag M.

Journal:

Optical and Quantum Electronics

Year:

2016

Language:

english

File:

PDF, 1.44 MB

english, 2016

29

Proceedings of the 2013 SIAM International Conference on Data Mining || Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets

Ghosh, Joydeep, Obradovic, Zoran, Dy, Jennifer, Zhou, Zhi-Hua, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2013

Language:

english

File:

PDF, 2.40 MB

english, 2013

30

Proceedings of the 2013 SIAM International Conference on Data Mining || Determining the Number of Clusters via Iterative Consensus Clustering

Ghosh, Joydeep, Obradovic, Zoran, Dy, Jennifer, Zhou, Zhi-Hua, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2013

Language:

english

File:

PDF, 415 KB

english, 2013

31

Identifying High-Number-Cluster Structures in RFID Ski Lift Gates Entrance Data

Delibašić, Boris, Obradović, Zoran

Journal:

Annals of Data Science

Year:

2015

Language:

english

File:

PDF, 522 KB

english, 2015

32

Proceedings of the 2014 SIAM International Conference on Data Mining || A Guide to Selecting a Network Similarity Method

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 649 KB

english, 2014

33

Proceedings of the 2014 SIAM International Conference on Data Mining || A Probabilistic Approach to Uncovering Attributed Graph Anomalies

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 247 KB

english, 2014

34

The brachistochronic motion of a wheeled vehicle

Radulović, Radoslav, Obradović, Aleksandar, Šalinić, Slaviša, Mitrović, Zoran

Journal:

Nonlinear Dynamics

Year:

2016

Language:

english

File:

PDF, 1.33 MB

english, 2016

35

Minimum redundancy maximum relevance feature selection approach for temporal gene expression data

Radovic, Milos, Ghalwash, Mohamed, Filipovic, Nenad, Obradovic, Zoran

Journal:

BMC Bioinformatics

Year:

2017

Language:

english

File:

PDF, 1.88 MB

english, 2017

36

A quality of life assessment and the correlation between generic and disease-specific questionnaires scores in outpatients with chronic liver disease-pilot study

Obradovic, Milica, Gluvic, Zoran, Petrovic, Nina, Obradovic, Milan, Tomasevic, Ratko, Dugalic, Predrag, Isenovic, Esma R.

Journal:

Romanian Journal Of Internal Medicine

Year:

2017

Language:

english

File:

PDF, 837 KB

english, 2017

37

Proceedings of the 2014 SIAM International Conference on Data Mining || Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents

Zaki, Mohammed, Obradovic, Zoran, Tan, Pang Ning, Banerjee, Arindam, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2014

Language:

english

File:

PDF, 272 KB

english, 2014

38

Proceedings of the 2013 SIAM International Conference on Data Mining || Triadic Measures on Graphs: The Power of Wedge Sampling

Ghosh, Joydeep, Obradovic, Zoran, Dy, Jennifer, Zhou, Zhi-Hua, Kamath, Chandrika, Parthasarathy, Srinivasan

Year:

2013

Language:

english

File:

PDF, 884 KB

english, 2013

39

Editorial Message

Obradovic, Zoran

Journal:

Year:

2018

Language:

english

File:

PDF, 43 KB

english, 2018

40

[ACM Press The 41st International ACM SIGIR Conference - Ann Arbor, MI, USA (2018.07.08-2018.07.12)] The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval - SIGIR '18 - Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks

Gligorijevic, Djordje, Gligorijevic, Jelena, Raghuveer, Aravindan, Grbovic, Mihajlo, Obradovic, Zoran

Year:

2018

Language:

english

File:

PDF, 1.29 MB

english, 2018

41

Editorial Message

Obradovic, Zoran

Journal:

Year:

2018

Language:

english

File:

PDF, 43 KB

english, 2018

42

Editorial Message

Obradovic, Zoran

Journal:

Year:

2019

Language:

english

File:

PDF, 37 KB

english, 2019

43

On the dynamics of user engagement in news comment media

He, Lihong, Han, Chao, Mukherjee, Arjun, Obradovic, Zoran, Dragut, Eduard

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2019

Language:

english

File:

PDF, 2.60 MB

english, 2019

44

Big data analytics for future electricity grids

Kezunovic, Mladen, Pinson, Pierre, Obradovic, Zoran, Grijalva, Santiago, Hong, Tao, Bessa, Ricardo

Journal:

Electric Power Systems Research

Year:

2020

File:

PDF, 2.42 MB

2020

45

Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction

Ljubic, Branimir, Roychoudhury, Shoumik, Cao, Xi Hang, Pavlovski, Martin, Obradovic, Stefan, Nair, Richard, Glass, Lucas, Obradovic, Zoran

Journal:

Computer Methods and Programs in Biomedicine

Year:

2020

File:

PDF, 1.07 MB

2020

46

Sequence complexity of disordered protein

Pedro Romero, Zoran Obradovic, Xiaohong Li, Ethan C. Garner, Celeste J. Brown, A. Keith Dunker

Journal:

Proteins: Structure, Function, and Bioinformatics

Year:

2001

Language:

english

File:

PDF, 164 KB

english, 2001

47

Selective control of gene expression by CDK9 in human cells

Judit Garriga, Hongbo Xie, Zoran Obradovic, Xavier Graña

Journal:

Journal of Cellular Physiology

Year:

2010

Language:

english

File:

PDF, 337 KB

english, 2010

48

Computing with discrete multi-valued neurons

Zoran Obradovic, Ian Parberry

Journal:

Journal of Computer and System Sciences

Year:

1992

Language:

english

File:

PDF, 1.23 MB

english, 1992

49

Failure analysis and redesign of the bucket wheel excavator two-wheel bogie

Srđan Bošnjak, Zoran Petković, Nenad Zrnić, Milorad Pantelić, Aleksandar Obradović

Journal:

Engineering Failure Analysis

Year:

2010

Language:

english

File:

PDF, 3.55 MB

english, 2010

50

A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data

Bo Han, Slobodan Vucetic, Amy Braverman, Zoran Obradovic

Journal:

Engineering Applications of Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 641 KB

english, 2006